SOTAVerified

Visual Odometry

Visual Odometry is an important area of information fusion in which the central aim is to estimate the pose of a robot using data collected by visual sensors.

Source: Bi-objective Optimization for Robust RGB-D Visual Odometry

Papers

Showing 176200 of 408 papers

TitleStatusHype
MagicVO: End-to-End Monocular Visual Odometry through Deep Bi-directional Recurrent Convolutional Neural Network0
Landmark-based Localization using Stereo Vision and Deep Learning in GPS-Denied Battlefield Environment0
Large Scale Photometric Bundle Adjustment0
Large-scale visual SLAM for in-the-wild videos0
Lateral Ego-Vehicle Control without Supervision using Point Clouds0
Global Pose Estimation with an Attention-based Recurrent Network0
Learned Camera Gain and Exposure Control for Improved Visual Feature Detection and Matching0
Learning a Depth Covariance Function0
Learning-based Image Enhancement for Visual Odometry in Challenging HDR Environments0
Learning by Inertia: Self-supervised Monocular Visual Odometry for Road Vehicles0
Discovering Multiple Algorithm Configurations0
Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning0
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling0
Learning monocular visual odometry with dense 3D mapping from dense 3D flow0
Learning Residual Flow as Dynamic Motion from Stereo Videos0
Geometry-Constrained Monocular Scale Estimation Using Semantic Segmentation for Dynamic Scenes0
DeepTIO: A Deep Thermal-Inertial Odometry with Visual Hallucination0
Geometric Consistency for Self-Supervised End-to-End Visual Odometry0
Geometric-based Line Segment Tracking for HDR Stereo Sequences0
Lightweight, Uncertainty-Aware Conformalized Visual Odometry0
DeepPCO: End-to-End Point Cloud Odometry through Deep Parallel Neural Network0
LiVisSfM: Accurate and Robust Structure-from-Motion with LiDAR and Visual Cues0
Local Supports Global: Deep Camera Relocalization with Sequence Enhancement0
LOF: Structure-Aware Line Tracking based on Optical Flow0
A Unified Formulation for Visual Odometry0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CIVORelative Position Error Translation [cm]1.36Unverified